Police officers and fire crews responded to an incident at Lower Beach Road at 10.30am.
West Sussex Fire and Rescue Service said at least two people were rescued.
A spokesperson added: “Our wade teams were in the area carrying out a training exercise and safely rescued the two casualties using a ladder and GP lines.
"No injuries were reported and fire crews left the scene at 11.30am.
"Officers from Sussex Police were also in attendance."